datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
category-boundary-integrity-v01Cardinal Meta Dataset 3.2Category Boundary Integrity
Purpose
Test whether claims stay within the correct category
Test whether distinct categories are not collapsed
Test whether certainty is not imported across category boundaries
Central question
What category is this claim in
What this dataset catches
Legal treated as ethical
Statistical treated as causal
Performance treated as safety
Procedure treated as morality
Reporting treated as impact
Consistency treated as truth… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/category-boundary-integrity-v01.boundary-scope-integrity-v01Cardinal Meta Dataset Set 2Boundary and Scope Integrity
Purpose
Test whether models respect evidential limits
Test whether models refuse to answer outside scope
Test whether models separate evidence from inference
Central question
Is this claim inside what can be supported from the given frame
Why this set exists
Assumptions can be named yet still overreach
Reasoning can be valid but applied outside bounds
Scope discipline is a distinct failure mode
What this dataset catches… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/boundary-scope-integrity-v01.